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Do manually what autoflake couldn't manage.

This change is mostly autogenerated with:

    $ python -m autoflake --in-place --recursive --remove-all-unused-imports --ignore-init-module-imports examples templates transformers utils hubconf.py setup.py

I made minor changes in the generated diff.

This change is mostly autogenerated with:

    $ python -m autoflake --in-place --recursive examples templates transformers utils hubconf.py setup.py

I made minor changes in the generated diff.

Ignore warnings related to Python 2, because it's going away soon.

Fixes flake8 warning W291 (x224).

Submodules shouldn't import from their parent in general.

We need https://github.com/timothycrosley/isort/pull/1000 but there's no
release with this fix yet, so we'll install from GitHub.

This is the result of:

    $ isort --recursive examples templates transformers utils hubconf.py setup.py

lines_after_imports = 2 is a matter of taste; I like it.

This is the result of:

    $ black --line-length 119 examples templates transformers utils hubconf.py setup.py

There's a lot of fairly long lines in the project. As a consequence, I'm
picking the longest widely accepted line length, 119 characters.

This is also Thomas' preference, because it allows for explicit variable
names, to make the code easier to understand.

Likely it was added by accident.

adding positional embeds masking to TFRoBERTa

[WIP] Add MMBT Model to Transformers Repo

closes #1960 Add saving and resuming functionality for remaining examples

[BREAKING CHANGE] Setting all ignored index to the PyTorch standard

run_squad with roberta

fix: wrong architecture count in README

:zip: #2106 tokenizer.tokenize speed improvement (3-8x) by caching added_tokens in a Set